Reliability analysis of psoriasis decision support system in principal component analysis framework

作者:

Highlights:

• Psoriasis decision support system design to model the automated classification

• Novel feature space extraction for psoriasis

• PCA-based feature selection for psoriasis decision support design

• Feature retaining power at different PCA cutoffs for optimal feature selection

• Design of novel reliability and stability of psoriasis decision support system

摘要

•Psoriasis decision support system design to model the automated classification•Novel feature space extraction for psoriasis•PCA-based feature selection for psoriasis decision support design•Feature retaining power at different PCA cutoffs for optimal feature selection•Design of novel reliability and stability of psoriasis decision support system

论文关键词:Dermatology,Classification,Feature space,PCA,Reliability,Stability

论文评审过程:Received 16 May 2015, Revised 15 March 2016, Accepted 6 September 2016, Available online 9 September 2016, Version of Record 19 November 2016.

论文官网地址:https://doi.org/10.1016/j.datak.2016.09.001